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How Do Machines Map the World? A Conversation With Geospatial Legend Brian McClendon

An autonomous vehicle can have the greatest lidar and cameras in the world, but how does it “understand” what it’s looking at? Robotaxis and delivery bots alike need a source of ground truth that lets them comprehend the state of the world. Properly equipped, an AV can ideally enter a new space for the first time, and instead of having to figure it out the way a human would, it can pull up a rich history of how that location has looked over the years.

Building that knowledge is complicated, requiring constant scanning of real world locations. But what if folks had been serendipitously…

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